1+ # Core environment variables
2+ DATASTORE = " <your_datastore>"
3+ BEARER_TOKEN = " <your_bearer_token>"
4+ OPENAI_API_KEY = " <your_openai_api_key>"
5+ EMBEDDING_DIMENSION = 256 # edit this value based on the dimension of the embeddings you want to use
6+ EMBEDDING_MODEL = "text-embedding-3-large" # edit this value based on the model you want to use e.g. text-embedding-3-small, text-embedding-ada-002
7+
8+ # Optional environment variables for Azure OpenAI
9+ OPENAI_API_BASE = " https://<AzureOpenAIName>.openai.azure.com/"
10+ OPENAI_API_TYPE = " azure"
11+ OPENAI_EMBEDDINGMODEL_DEPLOYMENTID = " <Name of embedding model deployment>"
12+ OPENAI_METADATA_EXTRACTIONMODEL_DEPLOYMENTID = " <Name of deployment of model for metatdata>"
13+ OPENAI_COMPLETIONMODEL_DEPLOYMENTID = " <Name of general model deployment used for completion>"
14+ OPENAI_EMBEDDING_BATCH_SIZE = " <Batch size of embedding, for AzureOAI, this value need to be set as 1>"
15+
16+ # Pinecone configuration
17+ PINECONE_API_KEY = " <your_pinecone_api_key>"
18+ PINECONE_ENVIRONMENT = " <your_pinecone_environment>"
19+ PINECONE_INDEX = " <your_pinecone_index>"
20+
21+ # Weaviate configuration
22+ WEAVIATE_URL = " <your_weaviate_instance_url>"
23+ WEAVIATE_API_KEY = " <your_api_key_for_WCS>"
24+ WEAVIATE_CLASS = " <your_optional_weaviate_class>"
25+
26+ # Zilliz configuration
27+ ZILLIZ_COLLECTION = " <your_zilliz_collection>"
28+ ZILLIZ_URI = " <your_zilliz_uri>"
29+ ZILLIZ_USER = " <your_zilliz_username>"
30+ ZILLIZ_PASSWORD = " <your_zilliz_password>"
31+
32+ # Milvus configuration
33+ MILVUS_COLLECTION = " <your_milvus_collection>"
34+ MILVUS_HOST = " <your_milvus_host>"
35+ MILVUS_PORT = " <your_milvus_port>"
36+ MILVUS_USER = " <your_milvus_username>"
37+ MILVUS_PASSWORD = " <your_milvus_password>"
38+
39+ # Qdrant configuration
40+ QDRANT_URL = " <your_qdrant_url>"
41+ QDRANT_PORT = " <your_qdrant_port>"
42+ QDRANT_GRPC_PORT = " <your_qdrant_grpc_port>"
43+ QDRANT_API_KEY = " <your_qdrant_api_key>"
44+ QDRANT_COLLECTION = " <your_qdrant_collection>"
45+
46+ # AnalyticDB configuration
47+ PG_HOST = " <your_analyticdb_host>"
48+ PG_PORT = " <your_analyticdb_port>"
49+ PG_USER = " <your_analyticdb_username>"
50+ PG_PASSWORD = " <your_analyticdb_password>"
51+ PG_DATABASE = " <your_analyticdb_database>"
52+ PG_COLLECTION = " <your_analyticdb_collection>"
53+
54+ # Redis configuration
55+ REDIS_HOST = " <your_redis_host>"
56+ REDIS_PORT = " <your_redis_port>"
57+ REDIS_PASSWORD = " <your_redis_password>"
58+ REDIS_INDEX_NAME = " <your_redis_index_name>"
59+ REDIS_DOC_PREFIX = " <your_redis_doc_prefix>"
60+ REDIS_DISTANCE_METRIC = " <your_redis_distance_metric>"
61+ REDIS_INDEX_TYPE = " <your_redis_index_type>"
62+
63+ # Llama configuration
64+ LLAMA_INDEX_TYPE = " <gpt_vector_index_type>"
65+ LLAMA_INDEX_JSON_PATH = " <path_to_saved_index_json_file>"
66+ LLAMA_QUERY_KWARGS_JSON_PATH = " <path_to_saved_query_kwargs_json_file>"
67+ LLAMA_RESPONSE_MODE = " <response_mode_for_query>"
68+
69+ # Chroma configuration
70+ CHROMA_COLLECTION = " <your_chroma_collection>"
71+ CHROMA_IN_MEMORY = " <true_or_false>"
72+ CHROMA_PERSISTENCE_DIR = " <your_chroma_persistence_directory>"
73+ CHROMA_HOST = " <your_chroma_host>"
74+ CHROMA_PORT = " <your_chroma_port>"
75+
76+ # Azure Cognitive Search configuration
77+ AZURESEARCH_SERVICE = " <your_search_service_name>"
78+ AZURESEARCH_INDEX = " <your_search_index_name>"
79+ AZURESEARCH_API_KEY = "<your_api_key>" # (optional, uses key-free managed identity if not set)
80+
81+ # Azure CosmosDB Mongo vCore configuration
82+ AZCOSMOS_API = " <your azure cosmos db api, for now it only supports mongo>"
83+ AZCOSMOS_CONNSTR = " <your azure cosmos db mongo vcore connection string>"
84+ AZCOSMOS_DATABASE_NAME = " <your mongo database name>"
85+ AZCOSMOS_CONTAINER_NAME = " <your mongo container name>"
86+
87+ # Supabase configuration
88+ SUPABASE_URL = " <supabase_project_url>"
89+ SUPABASE_ANON_KEY = " <supabase_project_api_anon_key>"
90+
91+ # Postgres configuration
92+ PG_HOST = " <postgres_host>"
93+ PG_PORT = " <postgres_port>"
94+ PG_USER = " <postgres_user>"
95+ PG_PASSWORD = " <postgres_password>"
96+ PG_DB = " <postgres_database>"
97+
98+ # Elasticsearch configuration
99+ ELASTICSEARCH_URL = "<elasticsearch_host_and_port>" # (either specify host or cloud_id)
100+ ELASTICSEARCH_CLOUD_ID = " <elasticsearch_cloud_id>"
101+ ELASTICSEARCH_USERNAME = " <elasticsearch_username>"
102+ ELASTICSEARCH_PASSWORD = " <elasticsearch_password>"
103+ ELASTICSEARCH_API_KEY = " <elasticsearch_api_key>"
104+ ELASTICSEARCH_INDEX = " <elasticsearch_index_name>"
105+ ELASTICSEARCH_REPLICAS = " <elasticsearch_replicas>"
106+ ELASTICSEARCH_SHARDS = " <elasticsearch_shards>"
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